A 2026 checklist from techcrunch.com maps how brands can secure visibility in AI-generated answers. Key data: 73% of AI responses now cite sources, up from 41% in 2024. Brands with optimized knowledge graphs see 2.3x more mentions. The 12-point framework covers structured data, entity markup, and real-time citation readiness.
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